Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 83590 |
| Missing cells | 3779 |
| Missing cells (%) | 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 19.8 MiB |
| Average record size in memory | 248.0 B |
Variable types
| Numeric | 12 |
|---|---|
| Categorical | 19 |
Nationality has a high cardinality: 188 distinct values | High cardinality |
NameHash has a high cardinality: 80642 distinct values | High cardinality |
DocIDHash has a high cardinality: 76993 distinct values | High cardinality |
ID is highly correlated with DaysSinceCreation and 1 other fields | High correlation |
DaysSinceCreation is highly correlated with ID and 2 other fields | High correlation |
DaysSinceLastStay is highly correlated with DaysSinceCreation and 1 other fields | High correlation |
DaysSinceFirstStay is highly correlated with ID and 2 other fields | High correlation |
Age has 3779 (4.5%) missing values | Missing |
BookingsCanceled is highly skewed (γ1 = 58.30529732) | Skewed |
BookingsCheckedIn is highly skewed (γ1 = 26.8778824) | Skewed |
ID is uniformly distributed | Uniform |
NameHash is uniformly distributed | Uniform |
ID has unique values | Unique |
AverageLeadTime has 22713 (27.2%) zeros | Zeros |
LodgingRevenue has 20408 (24.4%) zeros | Zeros |
OtherRevenue has 20214 (24.2%) zeros | Zeros |
BookingsCanceled has 83472 (99.9%) zeros | Zeros |
BookingsCheckedIn has 19920 (23.8%) zeros | Zeros |
PersonsNights has 19922 (23.8%) zeros | Zeros |
RoomNights has 19920 (23.8%) zeros | Zeros |
Reproduction
| Analysis started | 2021-01-07 20:18:08.146099 |
|---|---|
| Analysis finished | 2021-01-07 20:19:07.023265 |
| Duration | 58.88 seconds |
| Software version | pandas-profiling v2.10.0 |
| Download configuration | config.yaml |
| Distinct | 83590 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41795.5 |
|---|---|
| Minimum | 1 |
| Maximum | 83590 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 653.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4180.45 |
| Q1 | 20898.25 |
| median | 41795.5 |
| Q3 | 62692.75 |
| 95-th percentile | 79410.55 |
| Maximum | 83590 |
| Range | 83589 |
| Interquartile range (IQR) | 41794.5 |
Descriptive statistics
| Standard deviation | 24130.49884 |
|---|---|
| Coefficient of variation (CV) | 0.5773468158 |
| Kurtosis | -1.2 |
| Mean | 41795.5 |
| Median Absolute Deviation (MAD) | 20897.5 |
| Skewness | 0 |
| Sum | 3493685845 |
| Variance | 582280974.2 |
| Monotocity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2047 | 1 | < 0.1% |
| 43712 | 1 | < 0.1% |
| 4759 | 1 | < 0.1% |
| 27288 | 1 | < 0.1% |
| 25241 | 1 | < 0.1% |
| 31386 | 1 | < 0.1% |
| 29339 | 1 | < 0.1% |
| 19100 | 1 | < 0.1% |
| 17053 | 1 | < 0.1% |
| 23198 | 1 | < 0.1% |
| Other values (83580) | 83580 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 |
| Value | Count | Frequency (%) |
| 83590 | 1 | |
| 83589 | 1 | |
| 83588 | 1 | |
| 83587 | 1 | |
| 83586 | 1 |
| Distinct | 188 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 653.2 KiB |
| FRA | |
|---|---|
| PRT | |
| DEU | |
| GBR | |
| ESP | |
| Other values (183) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 250770 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 33 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | PRT |
|---|---|
| 2nd row | PRT |
| 3rd row | DEU |
| 4th row | FRA |
| 5th row | FRA |
| Value | Count | Frequency (%) |
| FRA | 12422 | |
| PRT | 11597 | |
| DEU | 10232 | |
| GBR | 8656 | |
| ESP | 4902 | 5.9% |
| USA | 3429 | 4.1% |
| ITA | 3365 | 4.0% |
| BEL | 3119 | 3.7% |
| BRA | 2902 | 3.5% |
| NLD | 2725 | 3.3% |
| Other values (178) | 20241 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| fra | 12422 | |
| prt | 11597 | |
| deu | 10232 | |
| gbr | 8656 | |
| esp | 4902 | 5.9% |
| usa | 3429 | 4.1% |
| ita | 3365 | 4.0% |
| bel | 3119 | 3.7% |
| bra | 2902 | 3.5% |
| nld | 2725 | 3.3% |
| Other values (178) | 20241 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 42157 | |
| A | 26949 | |
| E | 22394 | |
| U | 17969 | 7.2% |
| P | 17785 | 7.1% |
| T | 17045 | 6.8% |
| B | 15179 | 6.1% |
| D | 13985 | 5.6% |
| F | 13158 | 5.2% |
| S | 12378 | 4.9% |
| Other values (16) | 51771 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 250770 |
Most frequent character per category
| Value | Count | Frequency (%) |
| R | 42157 | |
| A | 26949 | |
| E | 22394 | |
| U | 17969 | 7.2% |
| P | 17785 | 7.1% |
| T | 17045 | 6.8% |
| B | 15179 | 6.1% |
| D | 13985 | 5.6% |
| F | 13158 | 5.2% |
| S | 12378 | 4.9% |
| Other values (16) | 51771 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 250770 |
Most frequent character per script
| Value | Count | Frequency (%) |
| R | 42157 | |
| A | 26949 | |
| E | 22394 | |
| U | 17969 | 7.2% |
| P | 17785 | 7.1% |
| T | 17045 | 6.8% |
| B | 15179 | 6.1% |
| D | 13985 | 5.6% |
| F | 13158 | 5.2% |
| S | 12378 | 4.9% |
| Other values (16) | 51771 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 250770 |
Most frequent character per block
| Value | Count | Frequency (%) |
| R | 42157 | |
| A | 26949 | |
| E | 22394 | |
| U | 17969 | 7.2% |
| P | 17785 | 7.1% |
| T | 17045 | 6.8% |
| B | 15179 | 6.1% |
| D | 13985 | 5.6% |
| F | 13158 | 5.2% |
| S | 12378 | 4.9% |
| Other values (16) | 51771 |
| Distinct | 105 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 3779 |
| Missing (%) | 4.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.39802784 |
|---|---|
| Minimum | -11 |
| Maximum | 122 |
| Zeros | 42 |
| Zeros (%) | 0.1% |
| Memory size | 653.2 KiB |
Quantile statistics
| Minimum | -11 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 34 |
| median | 46 |
| Q3 | 57 |
| 95-th percentile | 72 |
| Maximum | 122 |
| Range | 133 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 16.57236823 |
|---|---|
| Coefficient of variation (CV) | 0.3650459946 |
| Kurtosis | -0.2889524197 |
| Mean | 45.39802784 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.1596666101 |
| Sum | 3623262 |
| Variance | 274.6433887 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 50 | 2034 | 2.4% |
| 51 | 2031 | 2.4% |
| 54 | 1981 | 2.4% |
| 53 | 1938 | 2.3% |
| 49 | 1886 | 2.3% |
| 52 | 1883 | 2.3% |
| 48 | 1882 | 2.3% |
| 47 | 1846 | 2.2% |
| 55 | 1838 | 2.2% |
| 46 | 1744 | 2.1% |
| Other values (95) | 60748 | |
| (Missing) | 3779 | 4.5% |
| Value | Count | Frequency (%) |
| -11 | 2 | |
| -10 | 4 | |
| -9 | 2 | |
| -7 | 3 | |
| -6 | 3 |
| Value | Count | Frequency (%) |
| 122 | 1 | < 0.1% |
| 114 | 2 | |
| 113 | 3 | |
| 110 | 1 | < 0.1% |
| 109 | 1 | < 0.1% |
| Distinct | 1095 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 453.640902 |
|---|---|
| Minimum | 0 |
| Maximum | 1095 |
| Zeros | 97 |
| Zeros (%) | 0.1% |
| Memory size | 653.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 52 |
| Q1 | 177 |
| median | 397 |
| Q3 | 723 |
| 95-th percentile | 998 |
| Maximum | 1095 |
| Range | 1095 |
| Interquartile range (IQR) | 546 |
Descriptive statistics
| Standard deviation | 313.3902913 |
|---|---|
| Coefficient of variation (CV) | 0.6908334101 |
| Kurtosis | -1.143564808 |
| Mean | 453.640902 |
| Median Absolute Deviation (MAD) | 249 |
| Skewness | 0.3968001271 |
| Sum | 37919843 |
| Variance | 98213.47469 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 212 | 298 | 0.4% |
| 232 | 247 | 0.3% |
| 22 | 233 | 0.3% |
| 281 | 227 | 0.3% |
| 101 | 225 | 0.3% |
| 195 | 220 | 0.3% |
| 78 | 211 | 0.3% |
| 217 | 211 | 0.3% |
| 206 | 207 | 0.2% |
| 85 | 206 | 0.2% |
| Other values (1085) | 81305 |
| Value | Count | Frequency (%) |
| 0 | 97 | |
| 1 | 121 | |
| 2 | 196 | |
| 3 | 111 | |
| 4 | 89 |
| Value | Count | Frequency (%) |
| 1095 | 70 | |
| 1094 | 90 | |
| 1093 | 103 | |
| 1092 | 16 | < 0.1% |
| 1091 | 99 |
| Distinct | 80642 |
|---|---|
| Distinct (%) | 96.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 653.2 KiB |
| 0xD1490806AB49549565586CE26419163D5EFDD3C607B988CB7265BC16E754854B | 47 |
|---|---|
| 0x52AD78E02E2A9A4F5B2D09A3509BAEF5DDA8D3F3DC4DB7AF0921C352CB7C26B8 | 18 |
| 0xF0F3DBC14E608DB89EB4A499B8DB16A8256AE765AEDFF8BC366FC64A019D1CBD | 17 |
| 0xA7AE8E3A31EB75D6228B17AD6D699CAC13B6A37351FD31D287C13A39543FEC88 | 16 |
| 0xC397E9F80FD9A9AB7365734240F585038E9EBCCE93D875C631D0B56A35C5A59D | 12 |
| Other values (80637) |
Length
| Max length | 66 |
|---|---|
| Median length | 66 |
| Mean length | 66 |
| Min length | 66 |
Characters and Unicode
| Total characters | 5516940 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 78383 ? |
|---|---|
| Unique (%) | 93.8% |
Sample
| 1st row | 0x8E0A7AF39B633D5EA25C3B7EF4DFC5464B36DB7AF375716EB065E29697CC071E |
|---|---|
| 2nd row | 0x21EDE41906B45079E75385B5AA33287CA09DE1AB86DE66EF88352FD1BE8DE368 |
| 3rd row | 0x31C5E4B74E23231295FDB724AD578C02C4A723F4BA2B4AF99F129EC2F4B3AD41 |
| 4th row | 0xFF534C83C0EF23D1CE516BC80A65D0197003D27937D485BC549171D52CE13CEA |
| 5th row | 0x9C1DEF02C9BE242842C1C1ABF2C5AA249A1EEB4763B47FF457133EE9199F1037 |
| Value | Count | Frequency (%) |
| 0xD1490806AB49549565586CE26419163D5EFDD3C607B988CB7265BC16E754854B | 47 | 0.1% |
| 0x52AD78E02E2A9A4F5B2D09A3509BAEF5DDA8D3F3DC4DB7AF0921C352CB7C26B8 | 18 | < 0.1% |
| 0xF0F3DBC14E608DB89EB4A499B8DB16A8256AE765AEDFF8BC366FC64A019D1CBD | 17 | < 0.1% |
| 0xA7AE8E3A31EB75D6228B17AD6D699CAC13B6A37351FD31D287C13A39543FEC88 | 16 | < 0.1% |
| 0xC397E9F80FD9A9AB7365734240F585038E9EBCCE93D875C631D0B56A35C5A59D | 12 | < 0.1% |
| 0xCC79C3E4774E3895E729768D1DE73E6340B493619BB6AAABEA218FF4A91722D5 | 11 | < 0.1% |
| 0xBE868EBC16F20D60E9AF5768E974E0D8EEFBBD3D6EACCE4E39F3D47809A3510E | 10 | < 0.1% |
| 0xB73465DE229AC416DDED0A4DDFADB1428922CDDFFC84FF206EA7868784E04DEA | 10 | < 0.1% |
| 0xFAA092BD2DEC4643F642489240C07CAE8311FA20C376B3D3D6B62BCA5DA7F9E1 | 10 | < 0.1% |
| 0x7288D12D383C94B2D140A2045711DD48205EF14F389D755763E10FEEA2AB4211 | 10 | < 0.1% |
| Other values (80632) | 83429 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0xd1490806ab49549565586ce26419163d5efdd3c607b988cb7265bc16e754854b | 47 | 0.1% |
| 0x52ad78e02e2a9a4f5b2d09a3509baef5dda8d3f3dc4db7af0921c352cb7c26b8 | 18 | < 0.1% |
| 0xf0f3dbc14e608db89eb4a499b8db16a8256ae765aedff8bc366fc64a019d1cbd | 17 | < 0.1% |
| 0xa7ae8e3a31eb75d6228b17ad6d699cac13b6a37351fd31d287c13a39543fec88 | 16 | < 0.1% |
| 0xc397e9f80fd9a9ab7365734240f585038e9ebcce93d875c631d0b56a35c5a59d | 12 | < 0.1% |
| 0xcc79c3e4774e3895e729768d1de73e6340b493619bb6aaabea218ff4a91722d5 | 11 | < 0.1% |
| 0xb73465de229ac416dded0a4ddfadb1428922cddffc84ff206ea7868784e04dea | 10 | < 0.1% |
| 0x7288d12d383c94b2d140a2045711dd48205ef14f389d755763e10feea2ab4211 | 10 | < 0.1% |
| 0x2d2771e932895a19d4be999d2bd051f9e2b2ed0ef6f78d43892febfc460ca0d4 | 10 | < 0.1% |
| 0xfaa092bd2dec4643f642489240c07cae8311fa20c376b3d3d6b62bca5da7f9e1 | 10 | < 0.1% |
| Other values (80632) | 83429 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 417852 | 7.6% |
| D | 335672 | 6.1% |
| 5 | 334624 | 6.1% |
| 2 | 334609 | 6.1% |
| 7 | 334567 | 6.1% |
| 9 | 334548 | 6.1% |
| 6 | 334472 | 6.1% |
| B | 334467 | 6.1% |
| C | 334341 | 6.1% |
| A | 334328 | 6.1% |
| Other values (7) | 2087460 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3426711 | |
| Uppercase Letter | 2006639 | |
| Lowercase Letter | 83590 | 1.5% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 417852 | |
| 5 | 334624 | |
| 2 | 334609 | |
| 7 | 334567 | |
| 9 | 334548 | |
| 6 | 334472 | |
| 8 | 334327 | |
| 4 | 334263 | |
| 1 | 334166 | |
| 3 | 333283 |
| Value | Count | Frequency (%) |
| D | 335672 | |
| B | 334467 | |
| C | 334341 | |
| A | 334328 | |
| E | 333922 | |
| F | 333909 |
| Value | Count | Frequency (%) |
| x | 83590 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3426711 | |
| Latin | 2090229 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 417852 | |
| 5 | 334624 | |
| 2 | 334609 | |
| 7 | 334567 | |
| 9 | 334548 | |
| 6 | 334472 | |
| 8 | 334327 | |
| 4 | 334263 | |
| 1 | 334166 | |
| 3 | 333283 |
| Value | Count | Frequency (%) |
| D | 335672 | |
| B | 334467 | |
| C | 334341 | |
| A | 334328 | |
| E | 333922 | |
| F | 333909 | |
| x | 83590 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5516940 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 417852 | 7.6% |
| D | 335672 | 6.1% |
| 5 | 334624 | 6.1% |
| 2 | 334609 | 6.1% |
| 7 | 334567 | 6.1% |
| 9 | 334548 | 6.1% |
| 6 | 334472 | 6.1% |
| B | 334467 | 6.1% |
| C | 334341 | 6.1% |
| A | 334328 | 6.1% |
| Other values (7) | 2087460 |
| Distinct | 76993 |
|---|---|
| Distinct (%) | 92.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 653.2 KiB |
| 0x5FA1E0098A31497057C5A6B9FE9D49FD6DD47CCE7C268E6548699E78E587AAEA | 3657 |
|---|---|
| 0xFDBABC6688FD5F6B0E1CB119E1676C228066AC1545D0B4DA3B3C8B10B3091210 | 25 |
| 0x154DDC115DF524006203F0A7F59DE028542EC307149BF7F20E37B9D4502B89BD | 18 |
| 0x101976BA2149F74CDA4CF21A2C01494D789D58168A6FEE8E9EA921C369504064 | 13 |
| 0x52911ACD341A0489025445B361A0EBF49CDC76B2D3DBC0CF6CDBF2F5DD1F5C22 | 12 |
| Other values (76988) |
Length
| Max length | 66 |
|---|---|
| Median length | 66 |
| Mean length | 66 |
| Min length | 66 |
Characters and Unicode
| Total characters | 5516940 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 74739 ? |
|---|---|
| Unique (%) | 89.4% |
Sample
| 1st row | 0x71568459B729F7A7ABBED6C781A84CA4274D571003ACC7A4A791C3350D924137 |
|---|---|
| 2nd row | 0x5FA1E0098A31497057C5A6B9FE9D49FD6DD47CCE7C268E6548699E78E587AAEA |
| 3rd row | 0xC7CF344F5B03295037595B1337AC905CA188F1B5B3A56C8C6E1A24202C9C672C |
| 4th row | 0xBD3823A9B4EC35D6CAF4B27AE423A677C0200DB61E823EE8BE57787729DCBDB8 |
| 5th row | 0xE175754CF77247B202DD0820F49407C762C14A603B3A6CFEA2A4DC06A5F7E00C |
| Value | Count | Frequency (%) |
| 0x5FA1E0098A31497057C5A6B9FE9D49FD6DD47CCE7C268E6548699E78E587AAEA | 3657 | 4.4% |
| 0xFDBABC6688FD5F6B0E1CB119E1676C228066AC1545D0B4DA3B3C8B10B3091210 | 25 | < 0.1% |
| 0x154DDC115DF524006203F0A7F59DE028542EC307149BF7F20E37B9D4502B89BD | 18 | < 0.1% |
| 0x101976BA2149F74CDA4CF21A2C01494D789D58168A6FEE8E9EA921C369504064 | 13 | < 0.1% |
| 0x52911ACD341A0489025445B361A0EBF49CDC76B2D3DBC0CF6CDBF2F5DD1F5C22 | 12 | < 0.1% |
| 0xE8675E9652E9AA6C2467707A81CA012A73AF7156A3E8D9CA22664A7DE75C588F | 12 | < 0.1% |
| 0x2907579A969DD1DD4BE224AB6B7D0F709AE9A38FBE696E9F74EDAF0EAB52D073 | 11 | < 0.1% |
| 0x3C395FF01D917F9E91CBB98F1C29E7F77AE795141A7D193B6B901C6B7EFDCD4C | 10 | < 0.1% |
| 0x075E7AF0463C2AE314CD3A5E3147AC11CD4E7A36BC62E423F9C36C33D292EC01 | 10 | < 0.1% |
| 0xE1A91E64B342EFEE3464A898387406EEF137B5CB346D549D06A176C04FF4ECF2 | 9 | < 0.1% |
| Other values (76983) | 79813 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0x5fa1e0098a31497057c5a6b9fe9d49fd6dd47cce7c268e6548699e78e587aaea | 3657 | 4.4% |
| 0xfdbabc6688fd5f6b0e1cb119e1676c228066ac1545d0b4da3b3c8b10b3091210 | 25 | < 0.1% |
| 0x154ddc115df524006203f0a7f59de028542ec307149bf7f20e37b9d4502b89bd | 18 | < 0.1% |
| 0x101976ba2149f74cda4cf21a2c01494d789d58168a6fee8e9ea921c369504064 | 13 | < 0.1% |
| 0xe8675e9652e9aa6c2467707a81ca012a73af7156a3e8d9ca22664a7de75c588f | 12 | < 0.1% |
| 0x52911acd341a0489025445b361a0ebf49cdc76b2d3dbc0cf6cdbf2f5dd1f5c22 | 12 | < 0.1% |
| 0x2907579a969dd1dd4be224ab6b7d0f709ae9a38fbe696e9f74edaf0eab52d073 | 11 | < 0.1% |
| 0x075e7af0463c2ae314cd3a5e3147ac11cd4e7a36bc62e423f9c36c33d292ec01 | 10 | < 0.1% |
| 0x3c395ff01d917f9e91cbb98f1c29e7f77ae795141a7d193b6b901c6b7efdcd4c | 10 | < 0.1% |
| 0x632a5f8e91e5e52bd383fa6592e1a7245d499bf711c523fc4061dcdd31cfbe1c | 9 | < 0.1% |
| Other values (76983) | 79813 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 412740 | 7.5% |
| E | 345560 | 6.3% |
| 9 | 344642 | 6.2% |
| 7 | 342962 | 6.2% |
| A | 341978 | 6.2% |
| 6 | 338047 | 6.1% |
| 8 | 337895 | 6.1% |
| 5 | 337876 | 6.1% |
| 4 | 335654 | 6.1% |
| D | 334710 | 6.1% |
| Other values (7) | 2044876 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3423671 | |
| Uppercase Letter | 2009679 | |
| Lowercase Letter | 83590 | 1.5% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 412740 | |
| 9 | 344642 | |
| 7 | 342962 | |
| 6 | 338047 | |
| 8 | 337895 | |
| 5 | 337876 | |
| 4 | 335654 | |
| 1 | 327012 | |
| 3 | 323911 | |
| 2 | 322932 |
| Value | Count | Frequency (%) |
| E | 345560 | |
| A | 341978 | |
| D | 334710 | |
| C | 334223 | |
| F | 330325 | |
| B | 322883 |
| Value | Count | Frequency (%) |
| x | 83590 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3423671 | |
| Latin | 2093269 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 412740 | |
| 9 | 344642 | |
| 7 | 342962 | |
| 6 | 338047 | |
| 8 | 337895 | |
| 5 | 337876 | |
| 4 | 335654 | |
| 1 | 327012 | |
| 3 | 323911 | |
| 2 | 322932 |
| Value | Count | Frequency (%) |
| E | 345560 | |
| A | 341978 | |
| D | 334710 | |
| C | 334223 | |
| F | 330325 | |
| B | 322883 | |
| x | 83590 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5516940 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 412740 | 7.5% |
| E | 345560 | 6.3% |
| 9 | 344642 | 6.2% |
| 7 | 342962 | 6.2% |
| A | 341978 | 6.2% |
| 6 | 338047 | 6.1% |
| 8 | 337895 | 6.1% |
| 5 | 337876 | 6.1% |
| 4 | 335654 | 6.1% |
| D | 334710 | 6.1% |
| Other values (7) | 2044876 |
| Distinct | 418 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.19602823 |
|---|---|
| Minimum | -1 |
| Maximum | 588 |
| Zeros | 22713 |
| Zeros (%) | 27.2% |
| Memory size | 653.2 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 29 |
| Q3 | 103 |
| 95-th percentile | 240 |
| Maximum | 588 |
| Range | 589 |
| Interquartile range (IQR) | 103 |
Descriptive statistics
| Standard deviation | 87.75898964 |
|---|---|
| Coefficient of variation (CV) | 1.325744036 |
| Kurtosis | 4.479480574 |
| Mean | 66.19602823 |
| Median Absolute Deviation (MAD) | 29 |
| Skewness | 1.910365214 |
| Sum | 5533326 |
| Variance | 7701.640262 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 22713 | |
| 1 | 1705 | 2.0% |
| 2 | 1057 | 1.3% |
| 6 | 1045 | 1.3% |
| 5 | 1018 | 1.2% |
| 4 | 1016 | 1.2% |
| 3 | 979 | 1.2% |
| 7 | 957 | 1.1% |
| 8 | 906 | 1.1% |
| 9 | 675 | 0.8% |
| Other values (408) | 51519 |
| Value | Count | Frequency (%) |
| -1 | 10 | < 0.1% |
| 0 | 22713 | |
| 1 | 1705 | 2.0% |
| 2 | 1057 | 1.3% |
| 3 | 979 | 1.2% |
| Value | Count | Frequency (%) |
| 588 | 19 | |
| 574 | 10 | |
| 549 | 22 | |
| 546 | 10 | |
| 543 | 2 | < 0.1% |
| Distinct | 10257 |
|---|---|
| Distinct (%) | 12.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 298.8020871 |
|---|---|
| Minimum | 0 |
| Maximum | 21781 |
| Zeros | 20408 |
| Zeros (%) | 24.4% |
| Memory size | 653.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 59 |
| median | 234 |
| Q3 | 402 |
| 95-th percentile | 890 |
| Maximum | 21781 |
| Range | 21781 |
| Interquartile range (IQR) | 343 |
Descriptive statistics
| Standard deviation | 372.8518922 |
|---|---|
| Coefficient of variation (CV) | 1.247822248 |
| Kurtosis | 179.1061127 |
| Mean | 298.8020871 |
| Median Absolute Deviation (MAD) | 170.96 |
| Skewness | 6.57726458 |
| Sum | 24976866.46 |
| Variance | 139018.5335 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 20408 | 24.4% |
| 126 | 636 | 0.8% |
| 234 | 591 | 0.7% |
| 249 | 507 | 0.6% |
| 89 | 371 | 0.4% |
| 210 | 319 | 0.4% |
| 342 | 295 | 0.4% |
| 178 | 293 | 0.4% |
| 128 | 250 | 0.3% |
| 258 | 240 | 0.3% |
| Other values (10247) | 59680 |
| Value | Count | Frequency (%) |
| 0 | 20408 | |
| 18 | 2 | < 0.1% |
| 22 | 1 | < 0.1% |
| 24 | 5 | < 0.1% |
| 25 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 21781 | 1 | |
| 9682.4 | 1 | |
| 9665.66 | 1 | |
| 9180 | 1 | |
| 9010 | 1 |
| Distinct | 4490 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67.58913183 |
|---|---|
| Minimum | 0 |
| Maximum | 7730.25 |
| Zeros | 20214 |
| Zeros (%) | 24.2% |
| Memory size | 653.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 38.5 |
| Q3 | 87.675 |
| 95-th percentile | 237.81 |
| Maximum | 7730.25 |
| Range | 7730.25 |
| Interquartile range (IQR) | 85.675 |
Descriptive statistics
| Standard deviation | 114.3277758 |
|---|---|
| Coefficient of variation (CV) | 1.691511234 |
| Kurtosis | 383.0458592 |
| Mean | 67.58913183 |
| Median Absolute Deviation (MAD) | 38.5 |
| Skewness | 10.82256449 |
| Sum | 5649775.53 |
| Variance | 13070.84032 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 20214 | |
| 42 | 2968 | 3.6% |
| 14 | 2850 | 3.4% |
| 28 | 2227 | 2.7% |
| 7 | 1730 | 2.1% |
| 56 | 1666 | 2.0% |
| 21 | 1288 | 1.5% |
| 2 | 959 | 1.1% |
| 6 | 753 | 0.9% |
| 84 | 743 | 0.9% |
| Other values (4480) | 48192 |
| Value | Count | Frequency (%) |
| 0 | 20214 | |
| 1 | 369 | 0.4% |
| 1.9 | 1 | < 0.1% |
| 2 | 959 | 1.1% |
| 2.1 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 7730.25 | 1 | |
| 5105.5 | 1 | |
| 4296 | 1 | |
| 3580.5 | 1 | |
| 2814.8 | 1 |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.002021772939 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros | 83472 |
| Zeros (%) | 99.9% |
| Memory size | 653.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.06676991852 |
|---|---|
| Coefficient of variation (CV) | 33.02542893 |
| Kurtosis | 5270.818134 |
| Mean | 0.002021772939 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 58.30529732 |
| Sum | 169 |
| Variance | 0.004458222019 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 83472 | |
| 1 | 92 | 0.1% |
| 2 | 12 | < 0.1% |
| 3 | 8 | < 0.1% |
| 4 | 5 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 83472 | |
| 1 | 92 | 0.1% |
| 2 | 12 | < 0.1% |
| 3 | 8 | < 0.1% |
| 4 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 1 | < 0.1% |
| 4 | 5 | < 0.1% |
| 3 | 8 | < 0.1% |
| 2 | 12 | < 0.1% |
| 1 | 92 |
BookingsNoShowed
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 653.2 KiB |
| 0 | |
|---|---|
| 1 | 36 |
| 2 | 7 |
| 3 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 83590 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 83546 | |
| 1 | 36 | < 0.1% |
| 2 | 7 | < 0.1% |
| 3 | 1 | < 0.1% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 83546 | |
| 1 | 36 | < 0.1% |
| 2 | 7 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 83546 | |
| 1 | 36 | < 0.1% |
| 2 | 7 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 83590 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 83546 | |
| 1 | 36 | < 0.1% |
| 2 | 7 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 83590 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 83546 | |
| 1 | 36 | < 0.1% |
| 2 | 7 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 83590 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 83546 | |
| 1 | 36 | < 0.1% |
| 2 | 7 | < 0.1% |
| 3 | 1 | < 0.1% |
| Distinct | 29 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7946165809 |
|---|---|
| Minimum | 0 |
| Maximum | 66 |
| Zeros | 19920 |
| Zeros (%) | 23.8% |
| Memory size | 653.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 66 |
| Range | 66 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6957776159 |
|---|---|
| Coefficient of variation (CV) | 0.8756142681 |
| Kurtosis | 1836.955175 |
| Mean | 0.7946165809 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 26.8778824 |
| Sum | 66422 |
| Variance | 0.4841064908 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 1 | 62215 | |
| 0 | 19920 | 23.8% |
| 2 | 1147 | 1.4% |
| 3 | 132 | 0.2% |
| 4 | 59 | 0.1% |
| 5 | 20 | < 0.1% |
| 6 | 20 | < 0.1% |
| 7 | 16 | < 0.1% |
| 8 | 10 | < 0.1% |
| 9 | 9 | < 0.1% |
| Other values (19) | 42 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 19920 | 23.8% |
| 1 | 62215 | |
| 2 | 1147 | 1.4% |
| 3 | 132 | 0.2% |
| 4 | 59 | 0.1% |
| Value | Count | Frequency (%) |
| 66 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 40 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 29 | 3 |
| Distinct | 56 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.649132671 |
|---|---|
| Minimum | 0 |
| Maximum | 116 |
| Zeros | 19922 |
| Zeros (%) | 23.8% |
| Memory size | 653.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 12 |
| Maximum | 116 |
| Range | 116 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 4.567672855 |
|---|---|
| Coefficient of variation (CV) | 0.9824784918 |
| Kurtosis | 12.44153528 |
| Mean | 4.649132671 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.92920906 |
| Sum | 388621 |
| Variance | 20.86363531 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 19922 | |
| 6 | 13704 | |
| 4 | 10418 | |
| 2 | 9628 | |
| 8 | 8249 | |
| 1 | 4145 | 5.0% |
| 3 | 4018 | 4.8% |
| 10 | 3468 | 4.1% |
| 12 | 3091 | 3.7% |
| 9 | 1845 | 2.2% |
| Other values (46) | 5102 | 6.1% |
| Value | Count | Frequency (%) |
| 0 | 19922 | |
| 1 | 4145 | 5.0% |
| 2 | 9628 | |
| 3 | 4018 | 4.8% |
| 4 | 10418 |
| Value | Count | Frequency (%) |
| 116 | 1 | |
| 78 | 1 | |
| 75 | 1 | |
| 73 | 1 | |
| 68 | 2 |
| Distinct | 48 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.35853571 |
|---|---|
| Minimum | 0 |
| Maximum | 185 |
| Zeros | 19920 |
| Zeros (%) | 23.8% |
| Memory size | 653.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 185 |
| Range | 185 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.281745625 |
|---|---|
| Coefficient of variation (CV) | 0.967441627 |
| Kurtosis | 647.7046043 |
| Mean | 2.35853571 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 11.19024256 |
| Sum | 197150 |
| Variance | 5.206363095 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=48)
| Value | Count | Frequency (%) |
| 0 | 19920 | |
| 3 | 17149 | |
| 2 | 14115 | |
| 1 | 11381 | |
| 4 | 11158 | |
| 5 | 5050 | 6.0% |
| 7 | 1937 | 2.3% |
| 6 | 1853 | 2.2% |
| 8 | 372 | 0.4% |
| 9 | 198 | 0.2% |
| Other values (38) | 457 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 19920 | |
| 1 | 11381 | |
| 2 | 14115 | |
| 3 | 17149 | |
| 4 | 11158 |
| Value | Count | Frequency (%) |
| 185 | 1 | |
| 116 | 1 | |
| 95 | 1 | |
| 88 | 1 | |
| 66 | 1 |
| Distinct | 1105 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 401.0671372 |
|---|---|
| Minimum | -1 |
| Maximum | 1104 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 653.2 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 26 |
| median | 366 |
| Q3 | 693 |
| 95-th percentile | 981 |
| Maximum | 1104 |
| Range | 1105 |
| Interquartile range (IQR) | 667 |
Descriptive statistics
| Standard deviation | 347.2049554 |
|---|---|
| Coefficient of variation (CV) | 0.8657028293 |
| Kurtosis | -1.285179325 |
| Mean | 401.0671372 |
| Median Absolute Deviation (MAD) | 333 |
| Skewness | 0.3099888192 |
| Sum | 33525202 |
| Variance | 120551.2811 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -1 | 19920 | 23.8% |
| 920 | 203 | 0.2% |
| 472 | 196 | 0.2% |
| 477 | 165 | 0.2% |
| 938 | 158 | 0.2% |
| 97 | 156 | 0.2% |
| 192 | 144 | 0.2% |
| 217 | 144 | 0.2% |
| 206 | 126 | 0.2% |
| 442 | 126 | 0.2% |
| Other values (1095) | 62252 |
| Value | Count | Frequency (%) |
| -1 | 19920 | |
| 0 | 1 | < 0.1% |
| 1 | 4 | < 0.1% |
| 2 | 24 | < 0.1% |
| 3 | 42 | 0.1% |
| Value | Count | Frequency (%) |
| 1104 | 3 | < 0.1% |
| 1102 | 1 | < 0.1% |
| 1101 | 2 | < 0.1% |
| 1100 | 12 | |
| 1099 | 12 |
| Distinct | 1108 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 403.349013 |
|---|---|
| Minimum | -1 |
| Maximum | 1186 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 653.2 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 27 |
| median | 369 |
| Q3 | 697 |
| 95-th percentile | 982 |
| Maximum | 1186 |
| Range | 1187 |
| Interquartile range (IQR) | 670 |
Descriptive statistics
| Standard deviation | 347.9710894 |
|---|---|
| Coefficient of variation (CV) | 0.8627047002 |
| Kurtosis | -1.292214215 |
| Mean | 403.349013 |
| Median Absolute Deviation (MAD) | 336 |
| Skewness | 0.3011868156 |
| Sum | 33715944 |
| Variance | 121083.879 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -1 | 19920 | 23.8% |
| 472 | 203 | 0.2% |
| 920 | 203 | 0.2% |
| 477 | 161 | 0.2% |
| 938 | 157 | 0.2% |
| 97 | 149 | 0.2% |
| 217 | 140 | 0.2% |
| 192 | 139 | 0.2% |
| 442 | 125 | 0.1% |
| 918 | 124 | 0.1% |
| Other values (1098) | 62269 |
| Value | Count | Frequency (%) |
| -1 | 19920 | |
| 1 | 2 | < 0.1% |
| 2 | 23 | < 0.1% |
| 3 | 42 | 0.1% |
| 4 | 69 | 0.1% |
| Value | Count | Frequency (%) |
| 1186 | 1 | < 0.1% |
| 1117 | 1 | < 0.1% |
| 1116 | 1 | < 0.1% |
| 1111 | 1 | < 0.1% |
| 1104 | 3 |
DistributionChannel
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 653.2 KiB |
| Travel Agent/Operator | |
|---|---|
| Direct | |
| Corporate | 2600 |
| Electronic Distribution | 509 |
Length
| Max length | 23 |
|---|---|
| Median length | 21 |
| Mean length | 18.50135184 |
| Min length | 6 |
Characters and Unicode
| Total characters | 1546528 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Corporate |
|---|---|
| 2nd row | Travel Agent/Operator |
| 3rd row | Travel Agent/Operator |
| 4th row | Travel Agent/Operator |
| 5th row | Travel Agent/Operator |
| Value | Count | Frequency (%) |
| Travel Agent/Operator | 68569 | |
| Direct | 11912 | 14.3% |
| Corporate | 2600 | 3.1% |
| Electronic Distribution | 509 | 0.6% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| travel | 68569 | |
| agent/operator | 68569 | |
| direct | 11912 | 7.8% |
| corporate | 2600 | 1.7% |
| distribution | 509 | 0.3% |
| electronic | 509 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 223837 | |
| e | 220728 | |
| t | 153177 | 9.9% |
| a | 139738 | 9.0% |
| o | 74787 | 4.8% |
| p | 71169 | 4.6% |
| n | 69587 | 4.5% |
| l | 69078 | 4.5% |
| 69078 | 4.5% | |
| T | 68569 | 4.4% |
| Other values (13) | 386780 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1187644 | |
| Uppercase Letter | 221237 | 14.3% |
| Space Separator | 69078 | 4.5% |
| Other Punctuation | 68569 | 4.4% |
Most frequent character per category
| Value | Count | Frequency (%) |
| r | 223837 | |
| e | 220728 | |
| t | 153177 | |
| a | 139738 | |
| o | 74787 | 6.3% |
| p | 71169 | 6.0% |
| n | 69587 | 5.9% |
| l | 69078 | 5.8% |
| v | 68569 | 5.8% |
| g | 68569 | 5.8% |
| Other values (5) | 28405 | 2.4% |
| Value | Count | Frequency (%) |
| T | 68569 | |
| A | 68569 | |
| O | 68569 | |
| D | 12421 | 5.6% |
| C | 2600 | 1.2% |
| E | 509 | 0.2% |
| Value | Count | Frequency (%) |
| 69078 |
| Value | Count | Frequency (%) |
| / | 68569 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1408881 | |
| Common | 137647 | 8.9% |
Most frequent character per script
| Value | Count | Frequency (%) |
| r | 223837 | |
| e | 220728 | |
| t | 153177 | |
| a | 139738 | |
| o | 74787 | 5.3% |
| p | 71169 | 5.1% |
| n | 69587 | 4.9% |
| l | 69078 | 4.9% |
| T | 68569 | 4.9% |
| v | 68569 | 4.9% |
| Other values (11) | 249642 |
| Value | Count | Frequency (%) |
| 69078 | ||
| / | 68569 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1546528 |
Most frequent character per block
| Value | Count | Frequency (%) |
| r | 223837 | |
| e | 220728 | |
| t | 153177 | 9.9% |
| a | 139738 | 9.0% |
| o | 74787 | 4.8% |
| p | 71169 | 4.6% |
| n | 69587 | 4.5% |
| l | 69078 | 4.5% |
| 69078 | 4.5% | |
| T | 68569 | 4.4% |
| Other values (13) | 386780 |
MarketSegment
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 653.2 KiB |
| Other | |
|---|---|
| Travel Agent/Operator | |
| Direct | |
| Groups | |
| Corporate | 2169 |
| Other values (2) | 754 |
Length
| Max length | 21 |
|---|---|
| Median length | 5 |
| Mean length | 7.645842804 |
| Min length | 5 |
Characters and Unicode
| Total characters | 639116 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Corporate |
|---|---|
| 2nd row | Travel Agent/Operator |
| 3rd row | Travel Agent/Operator |
| 4th row | Travel Agent/Operator |
| 5th row | Travel Agent/Operator |
| Value | Count | Frequency (%) |
| Other | 48039 | |
| Travel Agent/Operator | 11670 | 14.0% |
| Direct | 11457 | 13.7% |
| Groups | 9501 | 11.4% |
| Corporate | 2169 | 2.6% |
| Complementary | 510 | 0.6% |
| Aviation | 244 | 0.3% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| other | 48039 | |
| travel | 11670 | 12.3% |
| agent/operator | 11670 | 12.3% |
| direct | 11457 | 12.0% |
| groups | 9501 | 10.0% |
| corporate | 2169 | 2.3% |
| complementary | 510 | 0.5% |
| aviation | 244 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 108855 | |
| e | 97695 | |
| t | 85759 | |
| O | 59709 | |
| h | 48039 | 7.5% |
| o | 26263 | 4.1% |
| a | 26263 | 4.1% |
| p | 23850 | 3.7% |
| n | 12424 | 1.9% |
| l | 12180 | 1.9% |
| Other values (15) | 138079 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 508846 | |
| Uppercase Letter | 106930 | 16.7% |
| Space Separator | 11670 | 1.8% |
| Other Punctuation | 11670 | 1.8% |
Most frequent character per category
| Value | Count | Frequency (%) |
| r | 108855 | |
| e | 97695 | |
| t | 85759 | |
| h | 48039 | |
| o | 26263 | 5.2% |
| a | 26263 | 5.2% |
| p | 23850 | 4.7% |
| n | 12424 | 2.4% |
| l | 12180 | 2.4% |
| i | 11945 | 2.3% |
| Other values (7) | 55573 |
| Value | Count | Frequency (%) |
| O | 59709 | |
| A | 11914 | 11.1% |
| T | 11670 | 10.9% |
| D | 11457 | 10.7% |
| G | 9501 | 8.9% |
| C | 2679 | 2.5% |
| Value | Count | Frequency (%) |
| 11670 |
| Value | Count | Frequency (%) |
| / | 11670 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 615776 | |
| Common | 23340 | 3.7% |
Most frequent character per script
| Value | Count | Frequency (%) |
| r | 108855 | |
| e | 97695 | |
| t | 85759 | |
| O | 59709 | |
| h | 48039 | |
| o | 26263 | 4.3% |
| a | 26263 | 4.3% |
| p | 23850 | 3.9% |
| n | 12424 | 2.0% |
| l | 12180 | 2.0% |
| Other values (13) | 114739 |
| Value | Count | Frequency (%) |
| 11670 | ||
| / | 11670 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 639116 |
Most frequent character per block
| Value | Count | Frequency (%) |
| r | 108855 | |
| e | 97695 | |
| t | 85759 | |
| O | 59709 | |
| h | 48039 | 7.5% |
| o | 26263 | 4.1% |
| a | 26263 | 4.1% |
| p | 23850 | 3.7% |
| n | 12424 | 1.9% |
| l | 12180 | 1.9% |
| Other values (15) | 138079 |
SRHighFloor
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 653.2 KiB |
| 0 | |
|---|---|
| 1 | 3969 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 83590 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 79621 | |
| 1 | 3969 | 4.7% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 79621 | |
| 1 | 3969 | 4.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 79621 | |
| 1 | 3969 | 4.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 83590 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 79621 | |
| 1 | 3969 | 4.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 83590 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 79621 | |
| 1 | 3969 | 4.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 83590 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 79621 | |
| 1 | 3969 | 4.7% |
SRLowFloor
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 653.2 KiB |
| 0 | |
|---|---|
| 1 | 118 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 83590 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 83472 | |
| 1 | 118 | 0.1% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 83472 | |
| 1 | 118 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 83472 | |
| 1 | 118 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 83590 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 83472 | |
| 1 | 118 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 83590 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 83472 | |
| 1 | 118 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 83590 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 83472 | |
| 1 | 118 | 0.1% |
SRAccessibleRoom
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 653.2 KiB |
| 0 | |
|---|---|
| 1 | 21 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 83590 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 83569 | |
| 1 | 21 | < 0.1% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 83569 | |
| 1 | 21 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 83569 | |
| 1 | 21 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 83590 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 83569 | |
| 1 | 21 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 83590 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 83569 | |
| 1 | 21 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 83590 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 83569 | |
| 1 | 21 | < 0.1% |
SRMediumFloor
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 653.2 KiB |
| 0 | |
|---|---|
| 1 | 73 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 83590 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 83517 | |
| 1 | 73 | 0.1% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 83517 | |
| 1 | 73 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 83517 | |
| 1 | 73 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 83590 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 83517 | |
| 1 | 73 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 83590 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 83517 | |
| 1 | 73 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 83590 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 83517 | |
| 1 | 73 | 0.1% |
SRBathtub
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 653.2 KiB |
| 0 | |
|---|---|
| 1 | 238 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 83590 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 83352 | |
| 1 | 238 | 0.3% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 83352 | |
| 1 | 238 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 83352 | |
| 1 | 238 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 83590 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 83352 | |
| 1 | 238 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 83590 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 83352 | |
| 1 | 238 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 83590 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 83352 | |
| 1 | 238 | 0.3% |
SRShower
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 653.2 KiB |
| 0 | |
|---|---|
| 1 | 143 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 83590 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 83447 | |
| 1 | 143 | 0.2% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 83447 | |
| 1 | 143 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 83447 | |
| 1 | 143 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 83590 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 83447 | |
| 1 | 143 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 83590 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 83447 | |
| 1 | 143 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 83590 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 83447 | |
| 1 | 143 | 0.2% |
SRCrib
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 653.2 KiB |
| 0 | |
|---|---|
| 1 | 1105 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 83590 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 82485 | |
| 1 | 1105 | 1.3% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 82485 | |
| 1 | 1105 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 82485 | |
| 1 | 1105 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 83590 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 82485 | |
| 1 | 1105 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 83590 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 82485 | |
| 1 | 1105 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 83590 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 82485 | |
| 1 | 1105 | 1.3% |
SRKingSizeBed
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 653.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 83590 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 54109 | |
| 1 | 29481 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 54109 | |
| 1 | 29481 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 54109 | |
| 1 | 29481 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 83590 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 54109 | |
| 1 | 29481 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 83590 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 54109 | |
| 1 | 29481 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 83590 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 54109 | |
| 1 | 29481 |
SRTwinBed
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 653.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 83590 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 71675 | |
| 1 | 11915 | 14.3% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 71675 | |
| 1 | 11915 | 14.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 71675 | |
| 1 | 11915 | 14.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 83590 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 71675 | |
| 1 | 11915 | 14.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 83590 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 71675 | |
| 1 | 11915 | 14.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 83590 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 71675 | |
| 1 | 11915 | 14.3% |
SRNearElevator
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 653.2 KiB |
| 0 | |
|---|---|
| 1 | 28 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 83590 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 83562 | |
| 1 | 28 | < 0.1% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 83562 | |
| 1 | 28 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 83562 | |
| 1 | 28 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 83590 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 83562 | |
| 1 | 28 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 83590 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 83562 | |
| 1 | 28 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 83590 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 83562 | |
| 1 | 28 | < 0.1% |
SRAwayFromElevator
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 653.2 KiB |
| 0 | |
|---|---|
| 1 | 293 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 83590 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 83297 | |
| 1 | 293 | 0.4% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 83297 | |
| 1 | 293 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 83297 | |
| 1 | 293 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 83590 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 83297 | |
| 1 | 293 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 83590 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 83297 | |
| 1 | 293 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 83590 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 83297 | |
| 1 | 293 | 0.4% |
SRNoAlcoholInMiniBar
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 653.2 KiB |
| 0 | |
|---|---|
| 1 | 10 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 83590 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 83580 | |
| 1 | 10 | < 0.1% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 83580 | |
| 1 | 10 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 83580 | |
| 1 | 10 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 83590 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 83580 | |
| 1 | 10 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 83590 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 83580 | |
| 1 | 10 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 83590 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 83580 | |
| 1 | 10 | < 0.1% |
SRQuietRoom
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 653.2 KiB |
| 0 | |
|---|---|
| 1 | 7387 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 83590 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 76203 | |
| 1 | 7387 | 8.8% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 76203 | |
| 1 | 7387 | 8.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 76203 | |
| 1 | 7387 | 8.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 83590 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 76203 | |
| 1 | 7387 | 8.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 83590 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 76203 | |
| 1 | 7387 | 8.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 83590 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 76203 | |
| 1 | 7387 | 8.8% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| ID | Nationality | Age | DaysSinceCreation | NameHash | DocIDHash | AverageLeadTime | LodgingRevenue | OtherRevenue | BookingsCanceled | BookingsNoShowed | BookingsCheckedIn | PersonsNights | RoomNights | DaysSinceLastStay | DaysSinceFirstStay | DistributionChannel | MarketSegment | SRHighFloor | SRLowFloor | SRAccessibleRoom | SRMediumFloor | SRBathtub | SRShower | SRCrib | SRKingSizeBed | SRTwinBed | SRNearElevator | SRAwayFromElevator | SRNoAlcoholInMiniBar | SRQuietRoom | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | PRT | 51.0 | 150 | 0x8E0A7AF39B633D5EA25C3B7EF4DFC5464B36DB7AF375716EB065E29697CC071E | 0x71568459B729F7A7ABBED6C781A84CA4274D571003ACC7A4A791C3350D924137 | 45 | 371.0 | 105.3 | 1 | 0 | 3 | 8 | 5 | 151 | 1074 | Corporate | Corporate | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 2 | PRT | NaN | 1095 | 0x21EDE41906B45079E75385B5AA33287CA09DE1AB86DE66EF88352FD1BE8DE368 | 0x5FA1E0098A31497057C5A6B9FE9D49FD6DD47CCE7C268E6548699E78E587AAEA | 61 | 280.0 | 53.0 | 0 | 0 | 1 | 10 | 5 | 1100 | 1100 | Travel Agent/Operator | Travel Agent/Operator | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 3 | DEU | 31.0 | 1095 | 0x31C5E4B74E23231295FDB724AD578C02C4A723F4BA2B4AF99F129EC2F4B3AD41 | 0xC7CF344F5B03295037595B1337AC905CA188F1B5B3A56C8C6E1A24202C9C672C | 0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | -1 | -1 | Travel Agent/Operator | Travel Agent/Operator | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 4 | FRA | 60.0 | 1095 | 0xFF534C83C0EF23D1CE516BC80A65D0197003D27937D485BC549171D52CE13CEA | 0xBD3823A9B4EC35D6CAF4B27AE423A677C0200DB61E823EE8BE57787729DCBDB8 | 93 | 240.0 | 60.0 | 0 | 0 | 1 | 10 | 5 | 1100 | 1100 | Travel Agent/Operator | Travel Agent/Operator | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | 5 | FRA | 51.0 | 1095 | 0x9C1DEF02C9BE242842C1C1ABF2C5AA249A1EEB4763B47FF457133EE9199F1037 | 0xE175754CF77247B202DD0820F49407C762C14A603B3A6CFEA2A4DC06A5F7E00C | 0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | -1 | -1 | Travel Agent/Operator | Travel Agent/Operator | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 5 | 6 | JPN | 54.0 | 1095 | 0x6E70C1504EB27252542F58E4D3C8C83516E093334721A3CE1DD194FE3F98DA0F | 0xE82EC1D6938A04CF19E1F7F55A402E7ABC686261537A24EAE7FF5CA92646528E | 58 | 230.0 | 24.0 | 0 | 0 | 1 | 4 | 2 | 1097 | 1097 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 6 | 7 | JPN | 49.0 | 1095 | 0x1DD6DA89DEECA1841ABD572562982EE905566F4469ACB5B44FD49001BCF570ED | 0xAB9CEF189D944E0607A55E48023A3A5290722C0DFC1B295463CC8BD61C02FAD3 | 0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | -1 | -1 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 7 | 8 | FRA | 32.0 | 1095 | 0x5A3A2D6A659769FCA243FC2A97644D27A75FB9AA4DF38D55145E5BEBDB4F06AA | 0xB27F5644C88A7148360EFFF55D8F40565BAC3084B4C4A03F9EED486EB2437B2C | 38 | 535.0 | 94.0 | 0 | 0 | 1 | 10 | 5 | 1100 | 1100 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 8 | 9 | FRA | 42.0 | 1095 | 0xD9D899DA4FB0CF23FDF902C1B237A30AE854FFBC79FC67092F2E6358FF5E9308 | 0xCCDDA9F399058BA00C9A53C107F986F1B5CECD1CEAEF234DF0EF11D769445AD7 | 0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | -1 | -1 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 9 | 10 | IRL | 25.0 | 1095 | 0x801B08C30D1A38E502BFC39A7914A2FF786C353FE409DE3524585487FAB951F9 | 0x0659443C9197CB0C2B728362C9837E67A72B3BA7D579842A41FD8977049A2679 | 96 | 174.0 | 69.0 | 0 | 0 | 1 | 6 | 3 | 1098 | 1098 | Travel Agent/Operator | Travel Agent/Operator | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Last rows
| ID | Nationality | Age | DaysSinceCreation | NameHash | DocIDHash | AverageLeadTime | LodgingRevenue | OtherRevenue | BookingsCanceled | BookingsNoShowed | BookingsCheckedIn | PersonsNights | RoomNights | DaysSinceLastStay | DaysSinceFirstStay | DistributionChannel | MarketSegment | SRHighFloor | SRLowFloor | SRAccessibleRoom | SRMediumFloor | SRBathtub | SRShower | SRCrib | SRKingSizeBed | SRTwinBed | SRNearElevator | SRAwayFromElevator | SRNoAlcoholInMiniBar | SRQuietRoom | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 83580 | 83581 | DEU | 48.0 | 0 | 0x98FF1A89EAFB3D2A757C073C0FB89647DD33EDB97B8DF0E8B94EADC86F2BD1D4 | 0x9A75BA8B885B4CCF562FEC991F4B34DDECE67D43DD042F021C5EFB48077BC15E | 20 | 176.0 | 147.0 | 0 | 0 | 1 | 4 | 2 | 2 | 2 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 83581 | 83582 | DEU | 48.0 | 0 | 0xCA214EDB9EEB0E560A311D7BF7DEDE484E3A87874D7CE0AE206965CE55771BDD | 0x5270845D094E8D681BFB154CC887951B1764A3150C7A7FF24F29D589687F2E0F | 0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | -1 | -1 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 83582 | 83583 | FRA | 49.0 | 0 | 0x92C604CF82CF16CB1BD33732B537F86D007B7BC48C8CAC6BA36C7D0F95364E30 | 0x5672F95F21E93CDF0387BC40900503CA91352EA17B8432150AC0DE801FD49971 | 91 | 143.0 | 2.0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 83583 | 83584 | PRT | 49.0 | 0 | 0xB6BE1FA0063AC75DFA00EA01AF526D83C7B8A27823241B2CAB4013555164E006 | 0x1C24EB7BCFA87F72C8839F7061ED6B96D9B774EBB2F29B7AE9D837D1915183A3 | 0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | -1 | -1 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 83584 | 83585 | ITA | 52.0 | 0 | 0xC93C23F50B11F71BD77EC36202B9D42AB0BAA8E77F9F1F0AC36D84DBD54FE48A | 0x7AE14552CC1ABDB74EED8F709E9ECDDA822F164C704FA798240CE071956A2428 | 116 | 336.9 | 105.5 | 0 | 0 | 1 | 8 | 4 | 4 | 4 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 83585 | 83586 | ITA | 54.0 | 0 | 0x68010434A46BA6CEAFFACF00B7B7CD0E1825DC56E68F6E77CA9BAFF5334BACEC | 0x0A4038E9AE1E4E5A14832BEACEC6BCBE2219F275B65C2E1E10D544C9C84FBDED | 0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | -1 | -1 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 83586 | 83587 | IRL | 47.0 | 0 | 0x6DE7954E6AF065D29EF5C57D0DC8120FBAE6753D2CCBF17CB21AB19E1A83BF65 | 0xC0654B6A53840DD95DAE429966EC16E2A11FB186CC7B1D5FBC6FB31E04DB5F35 | 109 | 327.1 | 277.5 | 0 | 0 | 1 | 6 | 3 | 3 | 3 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 83587 | 83588 | IRL | 53.0 | 0 | 0x533C977BA6D1D8DFAD8D8D4C2250236D16EFD17B9F3508E8A62464A0CD59149B | 0x3DCBEB254247836015CA95F0BBF42E6AF6A1583806632FAAD9B4D9FF6B530852 | 0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | -1 | -1 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 83588 | 83589 | IRL | 85.0 | 0 | 0x58B3CB1975F09BD89EDD4DED8F644D1CCBE6B29C10C7E1F51CF6AE2B7F3FC917 | 0xEB64E8E6820F421508B96820AA3BA49404C01D178FE3586BAF1F835964238CF4 | 109 | 981.3 | 9.0 | 0 | 0 | 1 | 6 | 3 | 3 | 3 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |
| 83589 | 83590 | IRL | 13.0 | 0 | 0x1F2AA8A78ABFCBF190BFFB7BF2D5489EDFECD95CA51F39C892DE5A760CD97EA4 | 0x0E0612BCF1C120B841DD02B9C27DF50B332815EDBB6DE8777D440C026D87B34E | 0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | -1 | -1 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 |